It has to do with searchable content. You know, stuff you can find with a simple Google search. The dark web is all the stuff you can't find with a search engine. Protected content like your email inbox, for example, is part of the dark web. It's "dark" because it isn't accessible to everyone. I think the deep web is a part of that.
Your IT husband might be able to explain it better. IT isn't really my thing.